Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 221974.8824877739
Emissions (Co2eq in kg) 0.1669924460536469
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.6205291306022143
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.9248827726195236
Consumed energy (kWh) 3.545411903221735
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
CPU model Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count nan
GPU model nan

Environmental Impact (for one core)

Metric Value
CPU energy (kWh) 0.4273016487889647
Emissions (Co2eq in kg) 0.08694016230771143

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr1e4_x1
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 16
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 41023

Training and Testing steps

Epoch Train Loss Test Loss
0.0 9.179839 3.694537
0.5 3.107708 2.985687
1.0 2.876528 2.834801
1.5 2.753909 2.731595
2.0 2.668304 2.656417
2.5 2.583022 2.585307
3.0 2.494737 2.523126
3.5 2.442661 2.468987
4.0 2.380539 2.407268
4.5 2.310543 2.350141
5.0 2.264602 2.309316
5.5 2.211885 2.262744
6.0 2.181951 2.241695
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Model size
11.2M params
Tensor type
F32
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